Titlebook: Social Monitoring for Public Health; Michael J. Paul,Mark Dredze Book 2017 Springer Nature Switzerland AG 2017

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Methods of Monitoring, qualitative methods. We will start by discussing quantitative methods—statistical analysis of data—including large-scale computational approaches to categorizing and extracting trends from social data, both at the level of populations and individuals. We also discuss validation, how you know when t

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Public Health Applications, covered by social data, and the widespread interest in these uses across public health. This includes monitoring of diseases, both acute and chronic; health-related behaviors, including diet, substance use, and vaccination; environmental factors, including natural disasters and air quality; healthc

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Limitations and Concerns,at should be the limits? These conversations arise, especially in health, whenever new data sources open new opportunities for research. One challenge to understanding and addressing these limits and concerns are that researchers with computational backgrounds, who are often unfamiliar with existing

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Looking Ahead, Messenger (AIM), but there are now numerous popular messaging platforms. In the same vein, social networks, (micro)blogs, and online reviews will stick around in some form or another. Social data isn’t going anywhere.

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Methods of Monitoring,o trust your analysis. We then briefly discuss qualitative methods as a potentially richer but smaller-scale methodology. Lastly, we discuss different issues involved in designing a study, including methods for inferring population demographics, an important component of public health research.

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Book 2017nd practice. Social monitoring, the analysis of social media and other user-generated web data, has brought advances in the way we leverage population data to understand health. Social media offers advantages over traditional data sources, including real-time data availability, ease of access, and r

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TOXIN

Social Monitoring for Public Health978-3-031-02311-8Series ISSN 1947-945X Series E-ISSN 1947-9468